Dataset statistics
| Number of variables | 55 |
|---|---|
| Number of observations | 2467 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 440.1 B |
Variable types
| BOOL | 47 |
|---|---|
| NUM | 7 |
| CAT | 1 |
packages_running_com.android.providers.contacts is highly correlated with packages_running_com.android.providers.applications and 1 other fields | High correlation |
packages_running_com.android.providers.applications is highly correlated with packages_running_com.android.providers.contacts and 1 other fields | High correlation |
packages_running_com.android.providers.drm is highly correlated with packages_running_com.android.providers.downloads and 1 other fields | High correlation |
packages_running_com.android.providers.downloads is highly correlated with packages_running_com.android.providers.drm and 1 other fields | High correlation |
packages_running_com.android.providers.media is highly correlated with packages_running_com.android.providers.downloads and 1 other fields | High correlation |
packages_running_com.android.providers.userdictionary is highly correlated with packages_running_com.android.providers.applications and 1 other fields | High correlation |
packages_running_com.google.android.apps.genie.geniewidget is highly correlated with packages_running_ch.smalltech.battery.free | High correlation |
packages_running_ch.smalltech.battery.free is highly correlated with packages_running_com.google.android.apps.genie.geniewidget | High correlation |
year is highly correlated with month and 1 other fields | High correlation |
month is highly correlated with year | High correlation |
packages_running_com.tf.thinkdroid.sg is highly correlated with year | High correlation |
df_index has unique values | Unique |
battery_level has 1303 (52.8%) zeros | Zeros |
battery_plugged has 2342 (94.9%) zeros | Zeros |
battery_status has 1394 (56.5%) zeros | Zeros |
slot has 57 (2.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-05 15:39:59.728425 |
|---|---|
| Analysis finished | 2020-12-05 15:40:13.463145 |
| Duration | 13.73 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 2467 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1233.408593 |
|---|---|
| Minimum | 0 |
| Maximum | 2468 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 123.3 |
| Q1 | 616.5 |
| median | 1233 |
| Q3 | 1850.5 |
| 95-th percentile | 2343.7 |
| Maximum | 2468 |
| Range | 2468 |
| Interquartile range (IQR) | 1234 |
Descriptive statistics
| Standard deviation | 712.757454 |
|---|---|
| Coefficient of variation (CV) | 0.5778761862 |
| Kurtosis | -1.200256465 |
| Mean | 1233.408593 |
| Median Absolute Deviation (MAD) | 617 |
| Skewness | 0.0006560782213 |
| Sum | 3042819 |
| Variance | 508023.1882 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 1220 | 1 | < 0.1% | |
| 1234 | 1 | < 0.1% | |
| 1232 | 1 | < 0.1% | |
| 1230 | 1 | < 0.1% | |
| 1228 | 1 | < 0.1% | |
| 1226 | 1 | < 0.1% | |
| 1224 | 1 | < 0.1% | |
| 1222 | 1 | < 0.1% | |
| 1218 | 1 | < 0.1% | |
| Other values (2457) | 2457 | 99.6% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2468 | 1 | < 0.1% | |
| 2467 | 1 | < 0.1% | |
| 2466 | 1 | < 0.1% | |
| 2465 | 1 | < 0.1% | |
| 2464 | 1 | < 0.1% |
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1495743818 |
|---|---|
| Minimum | -10 |
| Maximum | 30 |
| Zeros | 1303 |
| Zeros (%) | 52.8% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -3 |
| Q1 | -1 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 30 |
| Range | 40 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.235839778 |
|---|---|
| Coefficient of variation (CV) | 28.31928654 |
| Kurtosis | 23.94171408 |
| Mean | 0.1495743818 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.670915429 |
| Sum | 369 |
| Variance | 17.94233863 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) | |
| 0 | 1303 | 52.8% | |
| -1 | 737 | 29.9% | |
| -2 | 148 | 6.0% | |
| -3 | 60 | 2.4% | |
| -4 | 47 | 1.9% | |
| -5 | 20 | 0.8% | |
| 11 | 10 | 0.4% | |
| 2 | 9 | 0.4% | |
| 1 | 8 | 0.3% | |
| 24 | 8 | 0.3% | |
| Other values (31) | 117 | 4.7% |
| Value | Count | Frequency (%) | |
| -10 | 1 | < 0.1% | |
| -9 | 3 | 0.1% | |
| -8 | 2 | 0.1% | |
| -7 | 3 | 0.1% | |
| -6 | 8 | 0.3% |
| Value | Count | Frequency (%) | |
| 30 | 1 | < 0.1% | |
| 29 | 4 | 0.2% | |
| 28 | 4 | 0.2% | |
| 27 | 5 | 0.2% | |
| 26 | 4 | 0.2% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05164842589 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros | 2342 |
| Zeros (%) | 94.9% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2343444154 |
|---|---|
| Coefficient of variation (CV) | 4.537300244 |
| Kurtosis | 25.71638198 |
| Mean | 0.05164842589 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.884630798 |
| Sum | 127.4166667 |
| Variance | 0.05491730502 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 0 | 2342 | 94.9% | |
| 1 | 102 | 4.1% | |
| 0.5 | 12 | 0.5% | |
| 2 | 9 | 0.4% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 2342 | 94.9% | |
| 0.5 | 12 | 0.5% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.75 | 1 | < 0.1% | |
| 1 | 102 | 4.1% |
| Value | Count | Frequency (%) | |
| 2 | 9 | 0.4% | |
| 1 | 102 | 4.1% | |
| 0.75 | 1 | < 0.1% | |
| 0.6666666667 | 1 | < 0.1% | |
| 0.5 | 12 | 0.5% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3494798 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 1394 |
| Zeros (%) | 56.5% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.582000072 |
|---|---|
| Coefficient of variation (CV) | 1.172303633 |
| Kurtosis | -1.379126317 |
| Mean | 1.3494798 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4673774298 |
| Sum | 3329.166667 |
| Variance | 2.502724227 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 0 | 1394 | 56.5% | |
| 3 | 932 | 37.8% | |
| 5 | 70 | 2.8% | |
| 2 | 41 | 1.7% | |
| 2.5 | 9 | 0.4% | |
| 4 | 6 | 0.2% | |
| 4.5 | 5 | 0.2% | |
| 2.333333333 | 3 | 0.1% | |
| 3.5 | 3 | 0.1% | |
| 3.666666667 | 2 | 0.1% | |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1394 | 56.5% | |
| 2 | 41 | 1.7% | |
| 2.333333333 | 3 | 0.1% | |
| 2.5 | 9 | 0.4% | |
| 2.666666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 70 | 2.8% | |
| 4.666666667 | 1 | < 0.1% | |
| 4.5 | 5 | 0.2% | |
| 4 | 6 | 0.2% | |
| 3.666666667 | 2 | 0.1% |
day
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.5804621 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 13 |
| Q3 | 21 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.297131264 |
|---|---|
| Coefficient of variation (CV) | 0.6845960908 |
| Kurtosis | -1.032164564 |
| Mean | 13.5804621 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.4290798367 |
| Sum | 33503 |
| Variance | 86.43664975 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) | |
| 2 | 144 | 5.8% | |
| 1 | 134 | 5.4% | |
| 4 | 133 | 5.4% | |
| 14 | 124 | 5.0% | |
| 16 | 118 | 4.8% | |
| 3 | 116 | 4.7% | |
| 13 | 111 | 4.5% | |
| 7 | 111 | 4.5% | |
| 8 | 107 | 4.3% | |
| 29 | 104 | 4.2% | |
| Other values (21) | 1265 | 51.3% |
| Value | Count | Frequency (%) | |
| 1 | 134 | 5.4% | |
| 2 | 144 | 5.8% | |
| 3 | 116 | 4.7% | |
| 4 | 133 | 5.4% | |
| 5 | 100 | 4.1% |
| Value | Count | Frequency (%) | |
| 31 | 64 | 2.6% | |
| 30 | 93 | 3.8% | |
| 29 | 104 | 4.2% | |
| 28 | 92 | 3.7% | |
| 27 | 52 | 2.1% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.771787596 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.459992309 |
|---|---|
| Coefficient of variation (CV) | 0.7727228756 |
| Kurtosis | -1.779821852 |
| Mean | 5.771787596 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1551145686 |
| Sum | 14239 |
| Variance | 19.89153139 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 1 | 682 | 27.6% | |
| 2 | 446 | 18.1% | |
| 9 | 433 | 17.6% | |
| 12 | 337 | 13.7% | |
| 10 | 257 | 10.4% | |
| 3 | 150 | 6.1% | |
| 11 | 136 | 5.5% | |
| 8 | 26 | 1.1% |
| Value | Count | Frequency (%) | |
| 1 | 682 | 27.6% | |
| 2 | 446 | 18.1% | |
| 3 | 150 | 6.1% | |
| 8 | 26 | 1.1% | |
| 9 | 433 | 17.6% |
| Value | Count | Frequency (%) | |
| 12 | 337 | 13.7% | |
| 11 | 136 | 5.5% | |
| 10 | 257 | 10.4% | |
| 9 | 433 | 17.6% | |
| 8 | 26 | 1.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1723 | 69.8% | |
| 0 | 744 | 30.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 28 |
| Value | Count | Frequency (%) | |
| 0 | 2439 | 98.9% | |
| 1 | 28 | 1.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 2459 | 99.7% | |
| 1 | 8 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2213 | 89.7% | |
| 1 | 254 | 10.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1361 | 55.2% | |
| 1 | 1106 | 44.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1342 | 54.4% | |
| 0 | 1125 | 45.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| 0 | 2443 | 99.0% | |
| 1 | 24 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1252 | 50.7% | |
| 1 | 1215 | 49.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2227 | 90.3% | |
| 1 | 240 | 9.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2466 | > 99.9% | |
| 1 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 7 |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 99.7% | |
| 0 | 7 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1846 | 74.8% | |
| 0 | 621 | 25.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 7 |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 99.7% | |
| 0 | 7 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 9 |
| Value | Count | Frequency (%) | |
| 1 | 2458 | 99.6% | |
| 0 | 9 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 9 |
| Value | Count | Frequency (%) | |
| 1 | 2458 | 99.6% | |
| 0 | 9 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 9 |
| Value | Count | Frequency (%) | |
| 1 | 2458 | 99.6% | |
| 0 | 9 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 7 |
| Value | Count | Frequency (%) | |
| 1 | 2460 | 99.7% | |
| 0 | 7 | 0.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1933 | 78.4% | |
| 1 | 534 | 21.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1683 | 68.2% | |
| 0 | 784 | 31.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 46 |
| Value | Count | Frequency (%) | |
| 1 | 2421 | 98.1% | |
| 0 | 46 | 1.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1684 | 68.3% | |
| 0 | 783 | 31.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1662 | 67.4% | |
| 0 | 805 | 32.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1533 | 62.1% | |
| 0 | 934 | 37.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1363 | 55.2% | |
| 0 | 1104 | 44.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1807 | 73.2% | |
| 0 | 660 | 26.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1379 | 55.9% | |
| 1 | 1088 | 44.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 6 |
| Value | Count | Frequency (%) | |
| 1 | 2461 | 99.8% | |
| 0 | 6 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1806 | 73.2% | |
| 1 | 661 | 26.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1789 | 72.5% | |
| 0 | 678 | 27.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 61 |
| Value | Count | Frequency (%) | |
| 0 | 2406 | 97.5% | |
| 1 | 61 | 2.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 123 |
| Value | Count | Frequency (%) | |
| 0 | 2344 | 95.0% | |
| 1 | 123 | 5.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1683 | 68.2% | |
| 1 | 784 | 31.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 49 |
| Value | Count | Frequency (%) | |
| 1 | 2418 | 98.0% | |
| 0 | 49 | 2.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1845 | 74.8% | |
| 0 | 622 | 25.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 177 |
| Value | Count | Frequency (%) | |
| 1 | 2290 | 92.8% | |
| 0 | 177 | 7.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1972 | 79.9% | |
| 1 | 495 | 20.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 2007 | 81.4% | |
| 1 | 460 | 18.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 74 |
| Value | Count | Frequency (%) | |
| 0 | 2393 | 97.0% | |
| 1 | 74 | 3.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1310 | 53.1% | |
| 0 | 1157 | 46.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1389 | 56.3% | |
| 1 | 1078 | 43.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 45 |
| Value | Count | Frequency (%) | |
| 0 | 2422 | 98.2% | |
| 1 | 45 | 1.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 66 |
| Value | Count | Frequency (%) | |
| 0 | 2401 | 97.3% | |
| 1 | 66 | 2.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1301 | 52.7% | |
| 1 | 1166 | 47.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1373 | 55.7% | |
| 0 | 1094 | 44.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 1 | |
|---|---|
| 0 | 4 |
| Value | Count | Frequency (%) | |
| 1 | 2463 | 99.8% | |
| 0 | 4 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2466 | > 99.9% | |
| 1 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2466 | > 99.9% | |
| 1 | 1 | < 0.1% |
| Distinct | 48 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.73530604 |
|---|---|
| Minimum | 0 |
| Maximum | 47 |
| Zeros | 57 |
| Zeros (%) | 2.3% |
| Memory size | 19.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 12 |
| median | 24 |
| Q3 | 36 |
| 95-th percentile | 45 |
| Maximum | 47 |
| Range | 47 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 13.89810788 |
|---|---|
| Coefficient of variation (CV) | 0.5855457627 |
| Kurtosis | -1.183658581 |
| Mean | 23.73530604 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.05090949561 |
| Sum | 58555 |
| Variance | 193.1574026 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) | |
| 3 | 62 | 2.5% | |
| 23 | 61 | 2.5% | |
| 31 | 61 | 2.5% | |
| 27 | 60 | 2.4% | |
| 1 | 60 | 2.4% | |
| 21 | 57 | 2.3% | |
| 26 | 57 | 2.3% | |
| 0 | 57 | 2.3% | |
| 39 | 56 | 2.3% | |
| 32 | 56 | 2.3% | |
| Other values (38) | 1880 | 76.2% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 2.3% | |
| 1 | 60 | 2.4% | |
| 2 | 41 | 1.7% | |
| 3 | 62 | 2.5% | |
| 4 | 56 | 2.3% |
| Value | Count | Frequency (%) | |
| 47 | 55 | 2.2% | |
| 46 | 51 | 2.1% | |
| 45 | 47 | 1.9% | |
| 44 | 56 | 2.3% | |
| 43 | 56 | 2.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | battery_level | battery_plugged | battery_status | day | month | packages_running_ch.smalltech.battery.free | packages_running_com.android.bluetooth | packages_running_com.android.calculator2 | packages_running_com.android.chrome | packages_running_com.android.contacts | packages_running_com.android.defcontainer | packages_running_com.android.keychain | packages_running_com.android.mms | packages_running_com.android.musicfx | packages_running_com.android.packageinstaller | packages_running_com.android.providers.applications | packages_running_com.android.providers.calendar | packages_running_com.android.providers.contacts | packages_running_com.android.providers.downloads | packages_running_com.android.providers.drm | packages_running_com.android.providers.media | packages_running_com.android.providers.userdictionary | packages_running_com.android.settings | packages_running_com.android.vending | packages_running_com.google.android.apps.books | packages_running_com.google.android.apps.genie.geniewidget | packages_running_com.google.android.apps.plus | packages_running_com.google.android.apps.uploader | packages_running_com.google.android.browser | packages_running_com.google.android.calendar | packages_running_com.google.android.deskclock | packages_running_com.google.android.email | packages_running_com.google.android.exchange | packages_running_com.google.android.gallery3d | packages_running_com.google.android.gm | packages_running_com.google.android.gms | packages_running_com.google.android.googlequicksearchbox | packages_running_com.google.android.gsf.login | packages_running_com.google.android.inputmethod.latin.dictionarypack | packages_running_com.google.android.location | packages_running_com.google.android.music | packages_running_com.google.android.partnersetup | packages_running_com.google.android.setupwizard | packages_running_com.google.android.youtube | packages_running_com.googlecode.pythonforandroid | packages_running_com.halfbrick.fruitninjafree | packages_running_com.rovio.angrybirdsspace.ads | packages_running_com.tf.thinkdroid.sg | packages_running_de.kicktipp.mbookmark | packages_running_edu.udo.cs.ess.mobidac.target | packages_running_org.openintents.filemanager | packages_running_stream.android | slot | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 25.0 | 1.0 | 2.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3.0 | 2012.0 |
| 1 | 1 | 3.0 | 0.0 | 0.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 4.0 | 2012.0 |
| 2 | 2 | 1.0 | 1.0 | 4.5 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 8.0 | 2012.0 |
| 3 | 3 | 0.0 | 1.0 | 5.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 12.0 | 2012.0 |
| 4 | 4 | 0.0 | 0.5 | 4.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 16.0 | 2012.0 |
| 5 | 5 | 0.0 | 0.0 | 0.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 17.0 | 2012.0 |
| 6 | 6 | -2.0 | 0.0 | 0.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 18.0 | 2012.0 |
| 7 | 7 | -3.0 | 0.0 | 3.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 19.0 | 2012.0 |
| 8 | 8 | -3.0 | 0.0 | 0.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 21.0 | 2012.0 |
| 9 | 9 | -3.0 | 0.0 | 0.0 | 31.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 22.0 | 2012.0 |
Last rows
| df_index | battery_level | battery_plugged | battery_status | day | month | packages_running_ch.smalltech.battery.free | packages_running_com.android.bluetooth | packages_running_com.android.calculator2 | packages_running_com.android.chrome | packages_running_com.android.contacts | packages_running_com.android.defcontainer | packages_running_com.android.keychain | packages_running_com.android.mms | packages_running_com.android.musicfx | packages_running_com.android.packageinstaller | packages_running_com.android.providers.applications | packages_running_com.android.providers.calendar | packages_running_com.android.providers.contacts | packages_running_com.android.providers.downloads | packages_running_com.android.providers.drm | packages_running_com.android.providers.media | packages_running_com.android.providers.userdictionary | packages_running_com.android.settings | packages_running_com.android.vending | packages_running_com.google.android.apps.books | packages_running_com.google.android.apps.genie.geniewidget | packages_running_com.google.android.apps.plus | packages_running_com.google.android.apps.uploader | packages_running_com.google.android.browser | packages_running_com.google.android.calendar | packages_running_com.google.android.deskclock | packages_running_com.google.android.email | packages_running_com.google.android.exchange | packages_running_com.google.android.gallery3d | packages_running_com.google.android.gm | packages_running_com.google.android.gms | packages_running_com.google.android.googlequicksearchbox | packages_running_com.google.android.gsf.login | packages_running_com.google.android.inputmethod.latin.dictionarypack | packages_running_com.google.android.location | packages_running_com.google.android.music | packages_running_com.google.android.partnersetup | packages_running_com.google.android.setupwizard | packages_running_com.google.android.youtube | packages_running_com.googlecode.pythonforandroid | packages_running_com.halfbrick.fruitninjafree | packages_running_com.rovio.angrybirdsspace.ads | packages_running_com.tf.thinkdroid.sg | packages_running_de.kicktipp.mbookmark | packages_running_edu.udo.cs.ess.mobidac.target | packages_running_org.openintents.filemanager | packages_running_stream.android | slot | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2457 | 2459 | -1.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 26.0 | 2013.0 |
| 2458 | 2460 | -1.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 27.0 | 2013.0 |
| 2459 | 2461 | 0.0 | 0.0 | 3.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 28.0 | 2013.0 |
| 2460 | 2462 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 29.0 | 2013.0 |
| 2461 | 2463 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 30.0 | 2013.0 |
| 2462 | 2464 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 31.0 | 2013.0 |
| 2463 | 2465 | -1.0 | 0.0 | 3.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 32.0 | 2013.0 |
| 2464 | 2466 | -1.0 | 0.0 | 3.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 36.0 | 2013.0 |
| 2465 | 2467 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 38.0 | 2013.0 |
| 2466 | 2468 | 0.0 | 0.0 | 0.0 | 7.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 39.0 | 2013.0 |